When developing a real-time analytics application in Scala on Hadoop, which ecosystem components should be integrated for optimal performance?
- Apache Flume with Apache Pig
- Apache Hive with HBase
- Apache Spark with Apache Kafka
- Apache Storm with Apache Hadoop
When developing a real-time analytics application in Scala on Hadoop, integrating Apache Spark with Apache Kafka ensures optimal performance. Spark provides real-time processing capabilities, and Kafka facilitates efficient and scalable data streaming.
Loading...
Related Quiz
- Apache ____ is a scripting language in Hadoop used for complex data transformations.
- In Hadoop, which InputFormat is ideal for processing structured data stored in databases?
- ____ in Avro is crucial for ensuring data compatibility across different versions in Hadoop.
- What is the primary tool used for debugging Hadoop MapReduce applications?
- How does Hadoop's Rack Awareness feature contribute to cluster efficiency and data locality?